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Table 8 Results with SVM (S) and SVM-based DID-class (SD)

From: Supervised classification with interdependent variables to support targeted energy efficiency measures in the residential sector

Property Weeks Weeks Weeks Weeks
47–49/09 05–07/10 11–13/10 31–33/10
S SD S SD S SD S SD
Single 80.1 81.1 80.6 81.6 80.4 81.4 79 79.8
N_devices 50.7 50.9 50.8 51 50.7 50.8 50.6 50.8
Cooking 73 73 72.7 72.8 72.5 72.5 73.3 73.3
Family 75 75.8 75.7 76.4 75.9 76.8 75.6 76.3
Children 74 74.6 73.7 74.4 74.7 75.3 73.6 74.1
Age_house 56.7 57.9 57.9 59.2 57.4 58.4 57.1 58.4
Social_class 50.5 50.8 51.8 52.3 51.1 51.3 50.5 50.6
Floor area 62.9 64.1 62.8 64.1 63.6 64.6 61.8 63
N_residents 71.4 72.6 71.3 72.4 69.9 71.1 71.9 73.1
N_bedrooms 48.2 49.2 47.8 48.9 48.6 49.7 49.3 50.3
Employment 66.8 67.8 66.9 67.9 65.9 67 66.2 67.2
Retirement 69.9 71.5 70.1 71.7 71.2 72.8 71.2 72.8
  1. Italic values indicate the highest classification accuracy